A forest formula for pre-Lie exponentials, Magnus' operator and cumulant-cumulant relations
Adrian Celestino, Fr\'ed\'eric Patras

TL;DR
This paper introduces forest formulas for pre-Lie algebra computations, extending quantum field theory techniques to improve understanding of the exponential, Magnus operator, and cumulant relations in algebraic and probabilistic contexts.
Contribution
It generalizes forest formulas to pre-Lie algebras, providing new computational tools inspired by quantum field theory and applications in free probability.
Findings
Derived combinatorial formulas for cumulants in non-commutative probability.
Applied forest formulas to the pre-Lie exponential and Magnus operator.
Enhanced computational methods for pre-Lie algebra structures.
Abstract
Forest formulas that generalize Zimmermann's forest formula in quantum field theory have been obtained for the computation of the antipode in the dual of enveloping algebras of pre-Lie algebras. In this work, largely motivated by Murua's analysis of the Baker-Campbell-Hausdorff formula, we show that the same ideas and techniques generalize and provide effective tools to handle computations in these algebras, which are of utmost importance in numerical analysis and related areas. We illustrate our results by studying the action of the pre-Lie exponential and the Magnus operator in the free pre-Lie algebra and in a pre-Lie algebra of words originating in free probability. The latter example provides combinatorial formulas relating the different brands of cumulants in non-commutative probability.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAlgebraic structures and combinatorial models · Advanced Topics in Algebra · Random Matrices and Applications
